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Inspecting COCO Dataset Using COCO API

 08-03-2021 08-03-2021 blog 6 minutes read (About 870 words)
COCO Dataset Exploration

 
Computer Vision, 
Semantic Segmentation, 
Object Detection, 
COCO  
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Mean Average Precision mAP for Object Detection

 04-12-2021 04-12-2021 blog 9 minutes read (About 1344 words)
Common Detection Evaluation Metric

 
Deep Learning, 
Computer Vision, 
Object Detection  
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Introduction to YOLOs

 04-15-2019 04-15-2019 blog 10 minutes read (About 1546 words)
Dig into Some of the Details in YOLO Models

 
Computer Vision, 
Statistics, 
Object Detection  
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Bounding Box Encoding and Decoding in Object Detection

 04-08-2019 04-08-2019 blog 16 minutes read (About 2335 words)
Some Secret Recipes Hard to Find

 
Computer Vision, 
Statistics, 
Object Detection  
  Read More

Use Focal Loss To Train Model Using Imbalanced Dataset

 03-04-2019 06-30-2019 blog 12 minutes read (About 1859 words)
Understand the Advantages of Focal Loss in Object Detection

 
Computer Vision, 
Object Detection  
  Read More
Lei Mao

Lei Mao

Artificial Intelligence Machine Learning Computer Science

Santa Clara, California

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